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A browser extension that detects phishing sites, scams, and fraud in real-time using Google Safe Browsing. No data collection. Open-source and privacy-focused.

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Timessless01/Scam-Detector-Browser-Extension

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Scam Detector Browser Extension

An AI-powered tool to detect phishing sites, scams, and fraud in real-time.

Features

  • Real-time URL scanning using Google Safe Browsing API
  • AI model integration (TensorFlow.js)
  • Custom warning UI
  • Email Scam Detection: Scans email content for phishing keywords.
  • Privacy-First: No data collection; all checks happen locally.

Installation

  1. Clone this repo: git clone https://github.com/Timessless01/scam-detector-extension.git
  2. Load into Chrome: chrome://extensions > Enable "Developer mode" > "Load unpacked"

Setup for Developers

  1. Get a Google Safe Browsing API key:
    • Go to Google Cloud Console.
    • Create a project, enable the Safe Browsing API, and generate an API key.
  2. Replace the placeholder in src/background.js:
    const API_KEY = 'YOUR_API_KEY'; // Replace with your API key

Contribute

  • Report bugs via Issues
  • Fork and submit PRs!

Donate

If you find this project useful, consider supporting it by donating via PayPal:

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A browser extension that detects phishing sites, scams, and fraud in real-time using Google Safe Browsing. No data collection. Open-source and privacy-focused.

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